Danuta Rutkowska

Orcid: 0000-0003-0217-2589

According to our database1, Danuta Rutkowska authored at least 40 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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On csauthors.net:

Bibliography

2024
Probabilistic neural networks for incremental learning over time-varying streaming data with application to air pollution monitoring.
Appl. Soft Comput., 2024

2023
A New Approach to Detecting and Preventing Populations Stagnation Through Dynamic Changes in Multi-Population-Based Algorithms.
J. Artif. Intell. Soft Comput. Res., October, 2023

An Explainable AI Approach to Agrotechnical Monitoring and Crop Diseases Prediction in Dnipro Region of Ukraine.
J. Artif. Intell. Soft Comput. Res., October, 2023

An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks.
J. Artif. Intell. Soft Comput. Res., June, 2023

The <i>L</i><sub>2</sub> convergence of stream data mining algorithms based on probabilistic neural networks.
Inf. Sci., 2023

2021
Fuzzy Granulation Approach to Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020
On the Parzen Kernel-Based Probability Density Function Learning Procedures Over Time-Varying Streaming Data With Applications to Pattern Classification.
IEEE Trans. Cybern., 2020

A Novel Explainable Recommender for Investment Managers.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Face Recognition with Explanation by Fuzzy Rules and Linguistic Description.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019
Parallel Processing of Images Represented by Linguistic Description in Databases.
Proceedings of the Parallel Processing and Applied Mathematics, 2019

On Explainable Flexible Fuzzy Recommender and Its Performance Evaluation Using the Akaike Information Criterion.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

On the Hermite Series-Based Generalized Regression Neural Networks for Stream Data Mining.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018
Image Retrieval by Use of Linguistic Description in Databases.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017
Parallel Processing of Color Digital Images for Linguistic Description of Their Content.
Proceedings of the Parallel Processing and Applied Mathematics, 2017

Linguistic Description of Images Based on Fuzzy Histograms.
Proceedings of the Image Processing and Communications Challenges 9, 2017

Linguistic Description of Color Images Generated by a Granular Recognition System.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016
New Algorithms for a Granular Image Recognition System.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015
Information Granules in Application to Image Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

The Fuzzified Quasi-Perceptron in Decision Making Concerning Treatments in Necrotizing Fasciitis.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014
Color Digital Picture Recognition Based on Fuzzy Granulation Approach.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Face Classification Based on Linguistic Description of Facial Features.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013
Fuzzy Granulation Approach to Color Digital Picture Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012
Influence of Facial Asymmetry on Human Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2010
An Expert System for Human Personality Characteristics Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

2008
Ant Focused Crawling Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Type-2 Fuzzy Decision Trees.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

2006
Algorithm for Generating Fuzzy Rules for WWW Document Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

A New Version of the Fuzzy-ID3 Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005
IF-THEN rules in neural networks for classification.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004
Knowledge Acquisition and Processing: New Methods for Neuro-Fuzzy Systems.
Proceedings of the SOFSEM 2004: Theory and Practice of Computer Science, 2004

A Multi-stage Classification Method in Application to Diagnosis of Larynx Cancer.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
Multi-expert Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

Perception-based systems for medical diagnosis.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

2002
Neuro-Fuzzy Architectures and Hybrid Learning
Studies in Fuzziness and Soft Computing 85, Springer, ISBN: 978-3-7908-2500-8, 2002

Type 2 fuzzy neural networks: an interpretation based on fuzzy inference neural networks with fuzzy parameters.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
Parallel Processing by Implication-Based Neuro-Fuzzy Systems.
Proceedings of the Parallel Processing and Applied Mathematics, 2001

1999
Neuro-Fuzzy Systems Approaches.
J. Adv. Comput. Intell. Intell. Informatics, 1999

On Processing of Noisy Data by Fuzzy Inference Neural Networks.
Proceedings of the Signal and Image Processing (SIP), 1999

1998
On Generating Fuzzy Rules by an Evolutionary Approach.
Cybern. Syst., 1998


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